基于梯度流动的cucker - small型动力学模型的模式形成

Pub Date : 2023-09-01 DOI:10.1051/m2an/2023079
Xinyu Wang, Xiaoping Xue
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引用次数: 0

摘要

本文研究了cucker - small型动力学模型的模式形成。介绍了两种基于梯度流的分布式cucker - small型地层控制动力学模型。我们提供了严格的证明,证明上述两种动力学模型在很长一段时间内都能以相同的速度达到期望的位置。特别地,得到了相应粒子模型上图案形成的指数收敛速率。分析表明,速度场的梯度流结构对建立分布式控制动力学模型的收敛速率结果具有重要意义。最后,通过数值模拟对理论结果进行了验证。
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Pattern formation of the Cucker-Smale type kinetic models based on gradient flow
In this paper, we study the pattern formation of the Cucker–Smale type kinetic models. Two distributed Cucker–Smale type kinetic models for formation control are introduced based on gradient flow. We provide rigorous proof to prove that the above two kinetic models will achieve the desired position with the same velocity over a long time. In particular, the exponential convergence rate of the pattern formation on the corresponding particle models is obtained. Our analysis shows the gradient flow structure of the velocity field is important for establishing the convergence rate results of distributed control kinetic models. Finally, some numerical simulations are performed to illustrate our theoretical results.
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